aiqbench analysis

This is a theoretical result on how quickly quantum spin systems reach thermal equilibrium, with mixing times that scale logarithmically with system size and error tolerance for arbitrary interaction graphs, including fully connected ones. For quantum computing readers, the practical relevance is Gibbs state preparation, a primitive used in quantum simulation and algorithms. The bounds apply to high-temperature regimes, and the work extends prior Bakshi et al. results, so its impact depends on how well these estimates hold up in other settings.